Problems with Medical Claims that Artificial Intelligence (AI) and Blockchain Can Fix.

Joe Hawayek, Osama AbouElKhir
{"title":"Problems with Medical Claims that Artificial Intelligence (AI) and Blockchain Can Fix.","authors":"Joe Hawayek, Osama AbouElKhir","doi":"10.30953/bhty.v6.273","DOIUrl":null,"url":null,"abstract":"In medical insurance, there are both valid and legitimate claims that should be covered by the insurer and fraudulent or inappropriate claims that should not be paid. Problems arise in scenarios when valid claims are not paid and when fraudulent or inappropriate claims are paid.  Hospitals and insurers play critical roles in these cases. Artificial Intelligence (AI) and blockchain technologies can play significant roles in addressing the problems associated with medical insurance claims. Some of the ways in which these technologies can help are using AI algorithms to analyze data stored on the blockchain for fraud detection, and leveraging blockchain's transparency to improve the accuracy of AI models by providing access to a larger dataset. The author addresses approaches for each senario.","PeriodicalId":72422,"journal":{"name":"Blockchain in healthcare today","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/54/4d/BHTY-6-273.PMC10403814.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Blockchain in healthcare today","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30953/bhty.v6.273","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In medical insurance, there are both valid and legitimate claims that should be covered by the insurer and fraudulent or inappropriate claims that should not be paid. Problems arise in scenarios when valid claims are not paid and when fraudulent or inappropriate claims are paid.  Hospitals and insurers play critical roles in these cases. Artificial Intelligence (AI) and blockchain technologies can play significant roles in addressing the problems associated with medical insurance claims. Some of the ways in which these technologies can help are using AI algorithms to analyze data stored on the blockchain for fraud detection, and leveraging blockchain's transparency to improve the accuracy of AI models by providing access to a larger dataset. The author addresses approaches for each senario.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
人工智能(AI)和区块链可以解决的医疗索赔问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
2.40
自引率
0.00%
发文量
0
期刊最新文献
Emerging Trends in Cybersecurity: A Holistic View on Current Threats, Assessing Solutions, and Pioneering New Frontiers. Leveraging Decentralized Clinical Trial Management Systems (dCTMS) to Advance Science: Exploring Challenges Related to the Diffusion of Innovation and Its Execution. Non-Fungible Tokens for Organoids: Decentralized Biobanking to Empower Patients in Biospecimen Research. Crypto-Secure Data Management for Healthcare Harnessing Blockchain to Transform Healthcare Data Management
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1